Class BarlowTwinsConfig

Namespace

AiDotNet.SelfSupervisedLearning

Assembly

AiDotNet.dll

Barlow Twins-specific configuration settings.

public class BarlowTwinsConfig

Inheritance

object

BarlowTwinsConfig

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Remarks

For Beginners: Barlow Twins learns by making the cross-correlation matrix between embeddings of two views close to the identity matrix (reducing redundancy).

Properties

Lambda

Gets or sets the lambda parameter for redundancy reduction.

public double? Lambda { get; set; }

Property Value

double?

Remarks

Default: 0.0051

Controls the weight of the off-diagonal terms in the loss.

ProjectionDimension

Gets or sets the projection dimension.

public int? ProjectionDimension { get; set; }

Property Value

int?

Remarks

Default: 8192

Barlow Twins uses much larger projection dimensions than other methods.

Methods

GetConfiguration()

Gets the configuration as a dictionary.

public IDictionary<string, object> GetConfiguration()

Returns

IDictionary<string, object>